In 2017, Ashish Vaswani et al. from Google Brain and Google Research proposed a revolutionary new architecture of neural networks for natural language processing (NLP) and other sequence-to-sequence tasks in their “Attention Is All You Need” paper. In this paper, Vaswani et al. presented a new approach that relies heavily on attention mechanisms to process sequences, allowing for parallelization, efficient training, and the ability to capture long-range dependencies in data.
This new architecture proved extremely ...
